IDEAS home Printed from https://ideas.repec.org/p/bcl/bclwop/bclwp200.html
   My bibliography  Save this paper

When health affects income (and vice versa): Policy transmission in a heterogeneous agent life-cycle model

Author

Listed:
  • Pablo Garcia Sanchez

  • Olivier Pierrard

Abstract

Both health and wealth are distributed heterogeneously across the population. These two dimensions are empirically linked by a robust positive correlation between income and life expectancy. Yet the mechanisms underlying this link and the implications for economic policy remain incompletely understood. This paper develops a life-cycle model with heterogeneous agents to explore the bidirectional relationship between income and health: higher income enables greater health investment, while better health enhances productivity and therefore earnings. We calibrate the model to U.S. data, capturing key empirical aspects of the distribution of income, health and age-at-death. We show that the income-tohealth channel is more important early in life, while the health-to-income channel dominates at older ages. We then use this framework to evaluate policies aimed at redistribution or health. We find that income redistribution, while reducing inequality, weakens individuals’ incentives to invest in health, lowering both average life expectancy and aggregate income. In contrast, health subsidies enhance health, raising both longevity and economic output, without reducing income inequality.

Suggested Citation

  • Pablo Garcia Sanchez & Olivier Pierrard, 2025. "When health affects income (and vice versa): Policy transmission in a heterogeneous agent life-cycle model," BCL working papers 200, Central Bank of Luxembourg.
  • Handle: RePEc:bcl:bclwop:bclwp200
    as

    Download full text from publisher

    File URL: https://www.bcl.lu/en/publications/Working-papers/200/BCLWP200.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 617-650.
    2. Wolfgang Lutz & Endale Kebede, 2018. "Education and Health: Redrawing the Preston Curve," Population and Development Review, The Population Council, Inc., vol. 44(2), pages 343-361, June.
    3. Borgschulte, Mark & Vogler, Jacob, 2020. "Did the ACA Medicaid expansion save lives?," Journal of Health Economics, Elsevier, vol. 72(C).
    4. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    5. Maryaline Catillon & David Cutler & Thomas Getzen, 2018. "Two Hundred Years of Health and Medical Care: The Importance of Medical Care for Life Expectancy Gains," NBER Working Papers 25330, National Bureau of Economic Research, Inc.
    6. Ruhm, Christopher J., 2005. "Healthy living in hard times," Journal of Health Economics, Elsevier, vol. 24(2), pages 341-363, March.
    7. Menahem E. Yaari, 1965. "Uncertain Lifetime, Life Insurance, and the Theory of the Consumer," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 32(2), pages 137-150.
    8. Jere R. Behrman & Mark R. Rosenzweig, 2004. "Returns to Birthweight," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 586-601, May.
    9. Oscar Erixson, 2017. "Health responses to a wealth shock: evidence from a Swedish tax reform," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(4), pages 1281-1336, October.
    10. Beomsoo Kim & Christopher J. Ruhm, 2012. "Inheritances, health and death," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 127-144, February.
    11. Eric French & Elaine Kelly & Mariacristina Nardi & Eric French & John Bailey Jones & Jeremy McCauley, 2016. "Medical Spending of the US Elderly," Fiscal Studies, Institute for Fiscal Studies, vol. 37, pages 717-747, September.
    12. David Cutler & Angus Deaton & Adriana Lleras-Muney, 2006. "The Determinants of Mortality," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 97-120, Summer.
    13. Sherry Glied & Adriana Lleras-Muney, 2008. "Technological innovation and inequality in health," Demography, Springer;Population Association of America (PAA), vol. 45(3), pages 741-761, August.
    14. Roozbei Hosseini & Karen Kopecky & Kai Zhao, 2022. "The Evolution of Health over the Life Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 237-263, July.
    15. Newacheck, P.W. & Halfon, N., 1998. "Prevalence and impact of disabling chronic conditions in childhood," American Journal of Public Health, American Public Health Association, vol. 88(4), pages 610-617.
    16. Dragone, Davide & Strulik, Holger, 2020. "Negligible senescence: An economic life cycle model for the future," Journal of Economic Behavior & Organization, Elsevier, vol. 171(C), pages 264-285.
    17. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 189-221.
    18. David Cesarini & Erik Lindqvist & Robert Östling & Björn Wallace, 2016. "Wealth, Health, and Child Development: Evidence from Administrative Data on Swedish Lottery Players," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 687-738.
    19. Robert E. Hall & Charles I. Jones, 2007. "The Value of Life and the Rise in Health Spending," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 39-72.
    20. Grimard, Franque & Parent, Daniel, 2007. "Education and smoking: Were Vietnam war draft avoiders also more likely to avoid smoking?," Journal of Health Economics, Elsevier, vol. 26(5), pages 896-926, September.
    21. Sarah Miller & Luojia Hu & Robert Kaestner & Bhashkar Mazumder & Ashley Wong, 2021. "The ACA Medicaid Expansion in Michigan and Financial Health," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(2), pages 348-375, March.
    22. Damien de Walque, 2010. "Education, Information and Smoking Decisions: Evidence from Smoking Histories in the United States, 1940–2000," Journal of Human Resources, University of Wisconsin Press, vol. 45(3).
    23. Chandra, Amitabh & Vogl, Tom S., 2010. "Rising up with shoe leather? A comment on Fair Society, Healthy Lives (The Marmot Review)," Social Science & Medicine, Elsevier, vol. 71(7), pages 1227-1230, October.
    24. Ehrlich, Isaac & Becker, Gary S, 1972. "Market Insurance, Self-Insurance, and Self-Protection," Journal of Political Economy, University of Chicago Press, vol. 80(4), pages 623-648, July-Aug..
    25. Laura Connolly & Matt Hampton & Otto Lenhart, 2024. "Labor mobility and the Affordable Care Act: Heterogeneous impacts of the preexisting conditions provision," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 43(1), pages 157-191, January.
    26. Lukas Mahler & Minchul Yum, 2024. "Lifestyle Behaviors and Wealth‐Health Gaps in Germany," Econometrica, Econometric Society, vol. 92(5), pages 1697-1733, September.
    27. Janet Currie, 2009. "Healthy, Wealthy, and Wise: Socioeconomic Status, Poor Health in Childhood, and Human Capital Development," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 87-122, March.
    28. Hamish Low & Luigi Pistaferri, 2015. "Disability Insurance and the Dynamics of the Incentive Insurance Trade-Off," American Economic Review, American Economic Association, vol. 105(10), pages 2986-3029, October.
    29. Mishan, E J, 1971. "Evaluation of Life and Limb: A Theoretical Approach," Journal of Political Economy, University of Chicago Press, vol. 79(4), pages 687-705, July-Aug..
    30. Sarah Miller & Norman Johnson & Laura R Wherry, 2021. "Medicaid and Mortality: New Evidence From Linked Survey and Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1783-1829.
    31. Scott, Andrew J., 2023. "The economics of longevity – An introduction," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
    32. Carl-Johan Dalgaard & Holger Strulik, 2014. "Optimal Aging And Death: Understanding The Preston Curve," Journal of the European Economic Association, European Economic Association, vol. 12(3), pages 672-701, June.
    33. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pablo Garcia-Sanchez & Olivier Pierrard, 2025. "The Rich Live Longer: A Model of Income and Health Inequalities," LIDAM Discussion Papers IRES 2025016, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    2. Dora L. Costa, 2015. "Health and the Economy in the United States from 1750 to the Present," Journal of Economic Literature, American Economic Association, vol. 53(3), pages 503-570, September.
    3. Michael Kuhn & Alexia Prskawetz & Uwe Sunde, 2014. "Health, education, and retirement over the prolonged life cycle: a selective survey of recent research," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 12(1), pages 1-22.
    4. Petter Lundborg & Carl Hampus Lyttkens & Paul Nystedt, 2016. "The Effect of Schooling on Mortality: New Evidence From 50,000 Swedish Twins," Demography, Springer;Population Association of America (PAA), vol. 53(4), pages 1135-1168, August.
    5. Strulik, Holger, 2018. "The return to education in terms of wealth and health," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 1-14.
    6. Oscar Erixson, 2017. "Health responses to a wealth shock: evidence from a Swedish tax reform," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(4), pages 1281-1336, October.
    7. Dragone, Davide & Strulik, Holger, 2020. "Negligible senescence: An economic life cycle model for the future," Journal of Economic Behavior & Organization, Elsevier, vol. 171(C), pages 264-285.
    8. Ajay Mahal & Lainie Sutton, 2014. "Economic prosperity and non-communicable disease: understanding the linkages," Chapters, in: Raghbendra Jha & Raghav Gaiha & Anil B. Deolalikar (ed.), Handbook on Food, chapter 12, pages 278-324, Edward Elgar Publishing.
    9. Titus J. Galama & Adriana Lleras-Muney & Hans van Kippersluis, 2018. "The Effect of Education on Health and Mortality: A Review of Experimental and Quasi-Experimental Evidence," NBER Working Papers 24225, National Bureau of Economic Research, Inc.
    10. Bautista, María Angélica & González, Felipe & Martinez, Luis R. & Muñoz, Pablo & Prem, Mounu, 2020. "Does Higher Education Reduce Mortality? Evidence from a Natural Experiment in Chile," SocArXiv 5s2px, Center for Open Science.
    11. Strulik, Holger & Grossmann, Volker, 2024. "The economics of aging with infectious and chronic diseases," Economics & Human Biology, Elsevier, vol. 52(C).
    12. Petter Lundborg, 0000. "The Health Returns to Education - What can we learn from Twins?," Tinbergen Institute Discussion Papers 08-027/3, Tinbergen Institute.
    13. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    14. Bautista, María Angélica & González, Felipe & Martinez, Luis R. & Muñoz, Pablo & Prem, Mounu, 2020. "Does Higher Education Reduce Mortality? Evidence from a Natural Experiment in Chile," SocArXiv 5s2px, Center for Open Science.
    15. Pablo Garcia-Sanchez & Olivier Pierrard, 2023. "Uncertain Lifetime, Health Investment And Welfare," LIDAM Discussion Papers IRES 2023020, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    16. Chaoran Chen & Zhigang Feng & Jiaying Gu, 2025. "Health, Health Insurance, And Inequality," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 66(1), pages 107-141, February.
    17. David M. Cutler & Adriana Lleras-Muney & Tom Vogl, 2008. "Socioeconomic Status and Health: Dimensions and Mechanisms," NBER Working Papers 14333, National Bureau of Economic Research, Inc.
    18. Strulik, Holger, 2022. "Medical progress and life cycle choices," The Journal of the Economics of Ageing, Elsevier, vol. 23(C).
    19. Strulik, Holger, 2011. "Health and Education: Understanding the Gradient," Hannover Economic Papers (HEP) dp-487, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    20. Jonathan James, 2024. "Smoking, information, and education: The Royal College of Physicians and the new public health movement," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 43(2), pages 446-471, March.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C60 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - General
    • D15 - Microeconomics - - Household Behavior - - - Intertemporal Household Choice; Life Cycle Models and Saving
    • H24 - Public Economics - - Taxation, Subsidies, and Revenue - - - Personal Income and Other Nonbusiness Taxes and Subsidies
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bcl:bclwop:bclwp200. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/bclgvlu.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.